Handbook of research on cloud and fog computing infrastructures for data science
Başlık:
Handbook of research on cloud and fog computing infrastructures for data science
ISBN:
9781522559733
Yayın Bilgileri:
Hershey, Pennsylvania (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA) : IGI Global, [2018]
Fiziksel Tanımlama:
24 PDFs (xx, 440 pages)
Contents:
Chapter 1. Expounding the edge/fog computing infrastructures for data science -- Chapter 2. Evolution of fog computing and its role in IoT applications -- Chapter 3. Fog computing and virtualization -- Chapter 4. Fog computing: introduction, architecture, analytics, and platforms -- Chapter 5. A comprehensive survey of IoT edge/fog computing protocols -- Chapter 6. Software-defined cloud infrastructure -- Chapter 7. Internet of things (IoT): a study on key elements, protocols, application, research challenges, and fog computing -- Chapter 8. Internet of things (IoT) technologies, architecture, protocols, security, and applications: a Survey -- Chapter 9. Fuzzy-logic-based decision engine for offloading IoT application using fog computing -- Chapter 10. Data mining algorithms and techniques -- Chapter 11. Machine learning -- Chapter 12. Data mining algorithms, fog computing -- Chapter 13. Remote elderly health monitoring system using cloud-based WBANS -- Chapter 14. Internet of things and smart city initiatives in Middle Eastern Countries -- Chapter 15. Comparison study of different NoSQL and cloud paradigm for better data storage technology -- Chapter 16. Fast data vs. big data with IoT streaming analytics and the future applications -- Chapter 17. Voice biometrics: the promising future of authentication in the Internet of things -- Chapter 18. Text, images, and video analytics for fog computing.
Abstract:
"This book explores cloud and fog/edge infrastructures for achieving next-generation data science functionalities and facilities. It also focuses on cloud infrastructures (public, private and hybrid) and edge/fog infrastructures that facilitate the formation and sustenance of device clouds in order to have powerful data science facility in place"-- Provided by publisher.
Subject Term:
Elektronik Erişim:
Full Text Available From IGI Global 2018 Packages
Dil:
English